Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 29503 |
| Missing cells | 104176 |
| Missing cells (%) | 16.1% |
| Duplicate rows | 24 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 5.0 MiB |
| Average record size in memory | 176.0 B |
Variable types
| NUM | 13 |
|---|---|
| CAT | 6 |
| BOOL | 2 |
| URL | 1 |
Reproduction
| Analysis started | 2021-11-19 20:36:35.382126 |
|---|---|
| Analysis finished | 2021-11-19 20:38:03.177671 |
| Duration | 1 minute and 27.8 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 24 (0.1%) duplicate rows | Duplicates |
song_id has a high cardinality: 29386 distinct values | High cardinality |
performer has a high cardinality: 10059 distinct values | High cardinality |
song has a high cardinality: 24359 distinct values | High cardinality |
spotify_genre has a high cardinality: 3375 distinct values | High cardinality |
spotify_track_id has a high cardinality: 24177 distinct values | High cardinality |
spotify_track_album has a high cardinality: 13125 distinct values | High cardinality |
spotify_genre has 1600 (5.4%) missing values | Missing |
spotify_track_id has 5106 (17.3%) missing values | Missing |
spotify_track_preview_url has 15012 (50.9%) missing values | Missing |
spotify_track_duration_ms has 5106 (17.3%) missing values | Missing |
spotify_track_explicit has 5106 (17.3%) missing values | Missing |
spotify_track_album has 5112 (17.3%) missing values | Missing |
danceability has 5169 (17.5%) missing values | Missing |
energy has 5169 (17.5%) missing values | Missing |
key has 5169 (17.5%) missing values | Missing |
loudness has 5169 (17.5%) missing values | Missing |
mode has 5169 (17.5%) missing values | Missing |
speechiness has 5169 (17.5%) missing values | Missing |
acousticness has 5169 (17.5%) missing values | Missing |
instrumentalness has 5169 (17.5%) missing values | Missing |
liveness has 5169 (17.5%) missing values | Missing |
valence has 5169 (17.5%) missing values | Missing |
tempo has 5169 (17.5%) missing values | Missing |
time_signature has 5169 (17.5%) missing values | Missing |
spotify_track_popularity has 5106 (17.3%) missing values | Missing |
song_id is uniformly distributed | Uniform |
song is uniformly distributed | Uniform |
spotify_track_id is uniformly distributed | Uniform |
key has 3035 (10.3%) zeros | Zeros |
instrumentalness has 10079 (34.2%) zeros | Zeros |
| Distinct count | 29386 |
|---|---|
| Unique (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 230.5 KiB |
| It's The Most Wonderful Time Of The YearAndy Williams | 2 |
|---|---|
| Even Though I'm LeavingLuke Combs | 2 |
| CoolJonas Brothers | 2 |
| 24/7Meek Mill Featuring Ella Mai | 2 |
| Middle ChildJ. Cole | 2 |
| Other values (29381) |
| Value | Count | Frequency (%) | |
| It's The Most Wonderful Time Of The YearAndy Williams | 2 | < 0.1% | |
| Even Though I'm LeavingLuke Combs | 2 | < 0.1% | |
| CoolJonas Brothers | 2 | < 0.1% | |
| 24/7Meek Mill Featuring Ella Mai | 2 | < 0.1% | |
| Middle ChildJ. Cole | 2 | < 0.1% | |
| Sunflower (Spider-Man: Into The Spider-Verse)Post Malone & Swae Lee | 2 | < 0.1% | |
| Only HumanJonas Brothers | 2 | < 0.1% | |
| Good As YouKane Brown | 2 | < 0.1% | |
| Life Goes OnBTS | 2 | < 0.1% | |
| Wish WishDJ Khaled Featuring Cardi B & 21 Savage | 2 | < 0.1% | |
| Other values (29376) | 29483 | 99.9% |
Length
| Max length | 123 |
|---|---|
| Median length | 29 |
| Mean length | 31.618954 |
| Min length | 5 |
| Distinct count | 10059 |
|---|---|
| Unique (%) | 34.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 230.5 KiB |
| Glee Cast | 183 |
|---|---|
| Taylor Swift | 119 |
| Drake | 99 |
| The Beatles | 65 |
| Aretha Franklin | 64 |
| Other values (10054) |
| Value | Count | Frequency (%) | |
| Glee Cast | 183 | 0.6% | |
| Taylor Swift | 119 | 0.4% | |
| Drake | 99 | 0.3% | |
| The Beatles | 65 | 0.2% | |
| Aretha Franklin | 64 | 0.2% | |
| Elton John | 58 | 0.2% | |
| The Rolling Stones | 57 | 0.2% | |
| The Beach Boys | 54 | 0.2% | |
| Stevie Wonder | 54 | 0.2% | |
| Elvis Presley With The Jordanaires | 53 | 0.2% | |
| Other values (10049) | 28697 | 97.3% |
Length
| Max length | 113 |
|---|---|
| Median length | 12 |
| Mean length | 15.06450192 |
| Min length | 1 |
| Distinct count | 24359 |
|---|---|
| Unique (%) | 82.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 230.5 KiB |
| Hold On | 17 |
|---|---|
| Stay | 14 |
| Forever | 14 |
| Angel | 14 |
| You | 14 |
| Other values (24354) |
| Value | Count | Frequency (%) | |
| Hold On | 17 | 0.1% | |
| Stay | 14 | < 0.1% | |
| Forever | 14 | < 0.1% | |
| Angel | 14 | < 0.1% | |
| You | 14 | < 0.1% | |
| Happy | 13 | < 0.1% | |
| Without You | 12 | < 0.1% | |
| Runaway | 12 | < 0.1% | |
| Smile | 12 | < 0.1% | |
| Hallelujah | 11 | < 0.1% | |
| Other values (24349) | 29370 | 99.5% |
Length
| Max length | 75 |
|---|---|
| Median length | 15 |
| Mean length | 16.55553673 |
| Min length | 1 |
| Distinct count | 3375 |
|---|---|
| Unique (%) | 12.1% |
| Missing | 1600 |
| Missing (%) | 5.4% |
| Memory size | 230.5 KiB |
| [] | 2557 |
|---|---|
| ['contemporary country', 'country', 'country road'] | 326 |
| ['contemporary country', 'country', 'country road', 'modern country rock'] | 294 |
| ['dance pop', 'pop', 'post-teen pop'] | 285 |
| ['glee club', 'hollywood', 'post-teen pop'] | 206 |
| Other values (3370) |
| Value | Count | Frequency (%) | |
| [] | 2557 | 8.7% | |
| ['contemporary country', 'country', 'country road'] | 326 | 1.1% | |
| ['contemporary country', 'country', 'country road', 'modern country rock'] | 294 | 1.0% | |
| ['dance pop', 'pop', 'post-teen pop'] | 285 | 1.0% | |
| ['glee club', 'hollywood', 'post-teen pop'] | 206 | 0.7% | |
| ['canadian hip hop', 'canadian pop', 'hip hop', 'pop rap', 'rap', 'toronto rap'] | 147 | 0.5% | |
| ['deep adult standards'] | 129 | 0.4% | |
| ['adult standards', 'easy listening', 'lounge'] | 129 | 0.4% | |
| ['bubblegum pop'] | 127 | 0.4% | |
| ['pop', 'post-teen pop'] | 116 | 0.4% | |
| Other values (3365) | 23587 | 79.9% | |
| (Missing) | 1600 | 5.4% |
Length
| Max length | 319 |
|---|---|
| Median length | 58 |
| Mean length | 63.11903874 |
| Min length | 2 |
| Distinct count | 24177 |
|---|---|
| Unique (%) | 99.1% |
| Missing | 5106 |
| Missing (%) | 17.3% |
| Memory size | 230.5 KiB |
| 2QpGZOhTCHHiKmpSO9FW4h | 4 |
|---|---|
| 1GeNui6m825V8jP4uKiIaH | 4 |
| 249gnXrbfmV8NG6jTEMSwD | 4 |
| 2pXpURmn6zC5ZYDMms6fwa | 3 |
| 0iA1unTbTbDOWUSlbwJ1pS | 3 |
| Other values (24172) |
| Value | Count | Frequency (%) | |
| 2QpGZOhTCHHiKmpSO9FW4h | 4 | < 0.1% | |
| 1GeNui6m825V8jP4uKiIaH | 4 | < 0.1% | |
| 249gnXrbfmV8NG6jTEMSwD | 4 | < 0.1% | |
| 2pXpURmn6zC5ZYDMms6fwa | 3 | < 0.1% | |
| 0iA1unTbTbDOWUSlbwJ1pS | 3 | < 0.1% | |
| 25leEEaz1gIpp7o21Fqyjo | 3 | < 0.1% | |
| 3HVWdVOQ0ZA45FuZGSfvns | 3 | < 0.1% | |
| 3mRM4NM8iO7UBqrSigCQFH | 3 | < 0.1% | |
| 3Jw2A9SC8zhntx4ON9VabX | 2 | < 0.1% | |
| 3RzcoFkZ0AOp2nH71jP504 | 2 | < 0.1% | |
| Other values (24167) | 24366 | 82.6% | |
| (Missing) | 5106 | 17.3% |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 18.71172423 |
| Min length | 3 |
| Distinct count | 14371 |
|---|---|
| Unique (%) | 99.2% |
| Missing | 15012 |
| Missing (%) | 50.9% |
| Memory size | 230.5 KiB |
| https://p.scdn.co/mp3-preview/909f15e56869916ec4a0b8bc846c6282fab32a44?cid=b8d3901151d34489a160e3cf0ab1fa94 | 4 |
|---|---|
| https://p.scdn.co/mp3-preview/9dc29ff47cbdda2d3c5a66b3fabf9c7420f62950?cid=b8d3901151d34489a160e3cf0ab1fa94 | 4 |
| https://p.scdn.co/mp3-preview/d50d2c9b3b4f9522b5a1f6aba3eef17a3b1ad8bf?cid=b8d3901151d34489a160e3cf0ab1fa94 | 3 |
| https://p.scdn.co/mp3-preview/40d2bf0a16b4a4c7e5747a57943f9c0bbf5bc5ab?cid=b8d3901151d34489a160e3cf0ab1fa94 | 3 |
| https://p.scdn.co/mp3-preview/d4bc22abe2badf30a4be265e3ed00710fe71ca0a?cid=b8d3901151d34489a160e3cf0ab1fa94 | 3 |
| Other values (14366) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| https://p.scdn.co/mp3-preview/909f15e56869916ec4a0b8bc846c6282fab32a44?cid=b8d3901151d34489a160e3cf0ab1fa94 | 4 | < 0.1% | |
| https://p.scdn.co/mp3-preview/9dc29ff47cbdda2d3c5a66b3fabf9c7420f62950?cid=b8d3901151d34489a160e3cf0ab1fa94 | 4 | < 0.1% | |
| https://p.scdn.co/mp3-preview/d50d2c9b3b4f9522b5a1f6aba3eef17a3b1ad8bf?cid=b8d3901151d34489a160e3cf0ab1fa94 | 3 | < 0.1% | |
| https://p.scdn.co/mp3-preview/40d2bf0a16b4a4c7e5747a57943f9c0bbf5bc5ab?cid=b8d3901151d34489a160e3cf0ab1fa94 | 3 | < 0.1% | |
| https://p.scdn.co/mp3-preview/d4bc22abe2badf30a4be265e3ed00710fe71ca0a?cid=b8d3901151d34489a160e3cf0ab1fa94 | 3 | < 0.1% | |
| https://p.scdn.co/mp3-preview/4826dc0c324e562c2810137b967e34d998a0dec9?cid=b8d3901151d34489a160e3cf0ab1fa94 | 2 | < 0.1% | |
| https://p.scdn.co/mp3-preview/6d9117232204a352333ba7f29a9f6534c8457a9e?cid=b8d3901151d34489a160e3cf0ab1fa94 | 2 | < 0.1% | |
| https://p.scdn.co/mp3-preview/18a4b26ead90425c3b671deb85eb2f74521a7614?cid=b8d3901151d34489a160e3cf0ab1fa94 | 2 | < 0.1% | |
| https://p.scdn.co/mp3-preview/49cc18d925f58e9c8c9bc3e6d75038d87fd4f8da?cid=b8d3901151d34489a160e3cf0ab1fa94 | 2 | < 0.1% | |
| https://p.scdn.co/mp3-preview/e028e330ed9f9d517d3e6a9180fd834fdefafebb?cid=b8d3901151d34489a160e3cf0ab1fa94 | 2 | < 0.1% | |
| Other values (14361) | 14464 | 49.0% | |
| (Missing) | 15012 | 50.9% |
| Value | Count | Frequency (%) | |
| https | 14491 | 49.1% | |
| (Missing) | 15012 | 50.9% |
| Value | Count | Frequency (%) | |
| p.scdn.co | 14491 | 49.1% | |
| (Missing) | 15012 | 50.9% |
| Value | Count | Frequency (%) | |
| /mp3-preview/909f15e56869916ec4a0b8bc846c6282fab32a44 | 4 | < 0.1% | |
| /mp3-preview/9dc29ff47cbdda2d3c5a66b3fabf9c7420f62950 | 4 | < 0.1% | |
| /mp3-preview/d50d2c9b3b4f9522b5a1f6aba3eef17a3b1ad8bf | 3 | < 0.1% | |
| /mp3-preview/40d2bf0a16b4a4c7e5747a57943f9c0bbf5bc5ab | 3 | < 0.1% | |
| /mp3-preview/d4bc22abe2badf30a4be265e3ed00710fe71ca0a | 3 | < 0.1% | |
| /mp3-preview/cef4883cfd1e0e5312be7ccce98176cff46d7879 | 2 | < 0.1% | |
| /mp3-preview/4826dc0c324e562c2810137b967e34d998a0dec9 | 2 | < 0.1% | |
| /mp3-preview/6d9117232204a352333ba7f29a9f6534c8457a9e | 2 | < 0.1% | |
| /mp3-preview/18a4b26ead90425c3b671deb85eb2f74521a7614 | 2 | < 0.1% | |
| /mp3-preview/49cc18d925f58e9c8c9bc3e6d75038d87fd4f8da | 2 | < 0.1% | |
| Other values (14361) | 14464 | 49.0% | |
| (Missing) | 15012 | 50.9% |
| Value | Count | Frequency (%) | |
| cid=b8d3901151d34489a160e3cf0ab1fa94 | 14491 | 49.1% | |
| (Missing) | 15012 | 50.9% |
| Value | Count | Frequency (%) | |
| 14491 | 49.1% | ||
| (Missing) | 15012 | 50.9% |
| Distinct count | 13984 |
|---|---|
| Unique (%) | 57.3% |
| Missing | 5106 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 220684.25818748208 |
|---|---|
| Minimum | 29688.0 |
| Maximum | 3079157.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 29688 |
|---|---|
| 5-th percentile | 135660.8 |
| Q1 | 175053 |
| median | 214850 |
| Q3 | 253253 |
| 95-th percentile | 327752 |
| Maximum | 3079157 |
| Range | 3049469 |
| Interquartile range (IQR) | 78200 |
Descriptive statistics
| Standard deviation | 67746.70686 |
|---|---|
| Coefficient of variation (CV) | 0.3069847728 |
| Kurtosis | 146.2472513 |
| Mean | 220684.2582 |
| Median Absolute Deviation (MAD) | 39150 |
| Skewness | 4.97287579 |
| Sum | 5384033847 |
| Variance | 4589616290 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 205733 | 10 | < 0.1% | |
| 160000 | 10 | < 0.1% | |
| 280000 | 9 | < 0.1% | |
| 161533 | 9 | < 0.1% | |
| 231400 | 9 | < 0.1% | |
| 251333 | 9 | < 0.1% | |
| 229466 | 9 | < 0.1% | |
| 196000 | 9 | < 0.1% | |
| 227266 | 9 | < 0.1% | |
| 201000 | 8 | < 0.1% | |
| Other values (13974) | 24306 | 82.4% | |
| (Missing) | 5106 | 17.3% |
| Value | Count | Frequency (%) | |
| 29688 | 1 | < 0.1% | |
| 37013 | 1 | < 0.1% | |
| 46253 | 1 | < 0.1% | |
| 48000 | 1 | < 0.1% | |
| 49292 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3079157 | 1 | < 0.1% | |
| 1561133 | 1 | < 0.1% | |
| 1367093 | 1 | < 0.1% | |
| 1124153 | 1 | < 0.1% | |
| 1008533 | 1 | < 0.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 5106 |
| Missing (%) | 17.3% |
| Memory size | 230.5 KiB |
| False | |
|---|---|
| True | 2948 |
| (Missing) |
| Value | Count | Frequency (%) | |
| False | 21449 | 72.7% | |
| True | 2948 | 10.0% | |
| (Missing) | 5106 | 17.3% |
| Distinct count | 13125 |
|---|---|
| Unique (%) | 53.8% |
| Missing | 5112 |
| Missing (%) | 17.3% |
| Memory size | 230.5 KiB |
| Greatest Hits | 247 |
|---|---|
| Glee: The Musi | 110 |
| Gold | 65 |
| The Definitive Collection | 59 |
| Super Hits | 55 |
| Other values (13120) |
| Value | Count | Frequency (%) | |
| Greatest Hits | 247 | 0.8% | |
| Glee: The Musi | 110 | 0.4% | |
| Gold | 65 | 0.2% | |
| The Definitive Collection | 59 | 0.2% | |
| Super Hits | 55 | 0.2% | |
| Capitol Collectors Series | 49 | 0.2% | |
| Anthology | 37 | 0.1% | |
| 20 Greatest Hits | 36 | 0.1% | |
| Love Songs | 32 | 0.1% | |
| Stax-Volt: The Complete Singles 1959-1968 | 25 | 0.1% | |
| Other values (13115) | 23676 | 80.2% | |
| (Missing) | 5112 | 17.3% |
Length
| Max length | 2688 |
|---|---|
| Median length | 15 |
| Mean length | 63.13998576 |
| Min length | 1 |
| Distinct count | 837 |
|---|---|
| Unique (%) | 3.4% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5999449741102985 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.988 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.329 |
| Q1 | 0.499 |
| median | 0.608 |
| Q3 | 0.708 |
| 95-th percentile | 0.845 |
| Maximum | 0.988 |
| Range | 0.988 |
| Interquartile range (IQR) | 0.209 |
Descriptive statistics
| Standard deviation | 0.1531328317 |
|---|---|
| Coefficient of variation (CV) | 0.2552447946 |
| Kurtosis | -0.2350591204 |
| Mean | 0.5999449741 |
| Median Absolute Deviation (MAD) | 0.104 |
| Skewness | -0.2365619072 |
| Sum | 14599.061 |
| Variance | 0.02344966413 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.637 | 86 | 0.3% | |
| 0.628 | 82 | 0.3% | |
| 0.674 | 82 | 0.3% | |
| 0.652 | 81 | 0.3% | |
| 0.66 | 80 | 0.3% | |
| 0.602 | 79 | 0.3% | |
| 0.61 | 79 | 0.3% | |
| 0.551 | 77 | 0.3% | |
| 0.589 | 76 | 0.3% | |
| 0.669 | 74 | 0.3% | |
| Other values (827) | 23538 | 79.8% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.103 | 1 | < 0.1% | |
| 0.105 | 1 | < 0.1% | |
| 0.107 | 1 | < 0.1% | |
| 0.11 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.988 | 1 | < 0.1% | |
| 0.986 | 1 | < 0.1% | |
| 0.981 | 1 | < 0.1% | |
| 0.98 | 2 | < 0.1% | |
| 0.978 | 2 | < 0.1% |
| Distinct count | 985 |
|---|---|
| Unique (%) | 4.0% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6180960664502342 |
|---|---|
| Minimum | 0.000581 |
| Maximum | 0.997 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0.000581 |
|---|---|
| 5-th percentile | 0.26865 |
| Q1 | 0.476 |
| median | 0.634 |
| Q3 | 0.778 |
| 95-th percentile | 0.91335 |
| Maximum | 0.997 |
| Range | 0.996419 |
| Interquartile range (IQR) | 0.302 |
Descriptive statistics
| Standard deviation | 0.1990776548 |
|---|---|
| Coefficient of variation (CV) | 0.3220820607 |
| Kurtosis | -0.5964968364 |
| Mean | 0.6180960665 |
| Median Absolute Deviation (MAD) | 0.15 |
| Skewness | -0.3292516288 |
| Sum | 15040.74968 |
| Variance | 0.03963191264 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.73 | 62 | 0.2% | |
| 0.671 | 58 | 0.2% | |
| 0.727 | 58 | 0.2% | |
| 0.72 | 58 | 0.2% | |
| 0.804 | 57 | 0.2% | |
| 0.743 | 57 | 0.2% | |
| 0.641 | 56 | 0.2% | |
| 0.61 | 56 | 0.2% | |
| 0.703 | 54 | 0.2% | |
| 0.623 | 54 | 0.2% | |
| Other values (975) | 23764 | 80.5% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0.000581 | 1 | < 0.1% | |
| 0.0181 | 1 | < 0.1% | |
| 0.0201 | 1 | < 0.1% | |
| 0.0204 | 1 | < 0.1% | |
| 0.021 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.997 | 1 | < 0.1% | |
| 0.996 | 2 | < 0.1% | |
| 0.995 | 4 | < 0.1% | |
| 0.994 | 5 | < 0.1% | |
| 0.993 | 6 | < 0.1% |
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.231651187638695 |
|---|---|
| Minimum | 0.0 |
| Maximum | 11.0 |
| Zeros | 3035 |
| Zeros (%) | 10.3% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.560210518 |
|---|---|
| Coefficient of variation (CV) | 0.6805137403 |
| Kurtosis | -1.290505415 |
| Mean | 5.231651188 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.001457898841 |
| Sum | 127307 |
| Variance | 12.67509893 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 3035 | 10.3% | |
| 7 | 2852 | 9.7% | |
| 2 | 2502 | 8.5% | |
| 9 | 2448 | 8.3% | |
| 5 | 2183 | 7.4% | |
| 1 | 2181 | 7.4% | |
| 4 | 1885 | 6.4% | |
| 10 | 1773 | 6.0% | |
| 11 | 1702 | 5.8% | |
| 8 | 1519 | 5.1% | |
| Other values (2) | 2254 | 7.6% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0 | 3035 | 10.3% | |
| 1 | 2181 | 7.4% | |
| 2 | 2502 | 8.5% | |
| 3 | 819 | 2.8% | |
| 4 | 1885 | 6.4% |
| Value | Count | Frequency (%) | |
| 11 | 1702 | 5.8% | |
| 10 | 1773 | 6.0% | |
| 9 | 2448 | 8.3% | |
| 8 | 1519 | 5.1% | |
| 7 | 2852 | 9.7% |
| Distinct count | 11165 |
|---|---|
| Unique (%) | 45.9% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.664606969672064 |
|---|---|
| Minimum | -28.03 |
| Maximum | 2.291 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | -28.03 |
|---|---|
| 5-th percentile | -15.06935 |
| Q1 | -11.034 |
| median | -8.205 |
| Q3 | -5.85625 |
| 95-th percentile | -3.703 |
| Maximum | 2.291 |
| Range | 30.321 |
| Interquartile range (IQR) | 5.17775 |
Descriptive statistics
| Standard deviation | 3.601118745 |
|---|---|
| Coefficient of variation (CV) | -0.4156124747 |
| Kurtosis | 0.3474572723 |
| Mean | -8.66460697 |
| Median Absolute Deviation (MAD) | 2.538 |
| Skewness | -0.6487828184 |
| Sum | -210844.546 |
| Variance | 12.96805621 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -5.318 | 10 | < 0.1% | |
| -9.088 | 10 | < 0.1% | |
| -7.076 | 10 | < 0.1% | |
| -5.18 | 10 | < 0.1% | |
| -5.076 | 9 | < 0.1% | |
| -5.79 | 9 | < 0.1% | |
| -8.749 | 9 | < 0.1% | |
| -5.987 | 9 | < 0.1% | |
| -6.836 | 9 | < 0.1% | |
| -8.302 | 8 | < 0.1% | |
| Other values (11155) | 24241 | 82.2% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| -28.03 | 1 | < 0.1% | |
| -27.861 | 1 | < 0.1% | |
| -27.119 | 1 | < 0.1% | |
| -27.01 | 1 | < 0.1% | |
| -26.826 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.291 | 1 | < 0.1% | |
| 0.175 | 1 | < 0.1% | |
| -0.463 | 1 | < 0.1% | |
| -0.507 | 1 | < 0.1% | |
| -0.517 | 1 | < 0.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Memory size | 230.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 17695 | 60.0% | |
| 0 | 6639 | 22.5% | |
| (Missing) | 5169 | 17.5% |
| Distinct count | 1230 |
|---|---|
| Unique (%) | 5.1% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07355373962357196 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.951 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.027 |
| Q1 | 0.0321 |
| median | 0.0413 |
| Q3 | 0.0683 |
| 95-th percentile | 0.268 |
| Maximum | 0.951 |
| Range | 0.951 |
| Interquartile range (IQR) | 0.0362 |
Descriptive statistics
| Standard deviation | 0.08315294367 |
|---|---|
| Coefficient of variation (CV) | 1.130505996 |
| Kurtosis | 12.49501975 |
| Mean | 0.07355373962 |
| Median Absolute Deviation (MAD) | 0.0116 |
| Skewness | 3.161387843 |
| Sum | 1789.8567 |
| Variance | 0.006914412041 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.0295 | 118 | 0.4% | |
| 0.0287 | 116 | 0.4% | |
| 0.0303 | 115 | 0.4% | |
| 0.0299 | 114 | 0.4% | |
| 0.0294 | 113 | 0.4% | |
| 0.0317 | 112 | 0.4% | |
| 0.029 | 111 | 0.4% | |
| 0.0319 | 110 | 0.4% | |
| 0.0306 | 110 | 0.4% | |
| 0.0293 | 109 | 0.4% | |
| Other values (1220) | 23206 | 78.7% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.022 | 1 | < 0.1% | |
| 0.0221 | 1 | < 0.1% | |
| 0.0224 | 5 | < 0.1% | |
| 0.0225 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.951 | 1 | < 0.1% | |
| 0.924 | 1 | < 0.1% | |
| 0.913 | 1 | < 0.1% | |
| 0.894 | 1 | < 0.1% | |
| 0.888 | 1 | < 0.1% |
| Distinct count | 3057 |
|---|---|
| Unique (%) | 12.6% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2946349385551081 |
|---|---|
| Minimum | 2.51e-06 |
| Maximum | 0.991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 2.51e-06 |
|---|---|
| 5-th percentile | 0.00265 |
| Q1 | 0.0467 |
| median | 0.195 |
| Q3 | 0.508 |
| 95-th percentile | 0.839 |
| Maximum | 0.991 |
| Range | 0.99099749 |
| Interquartile range (IQR) | 0.4613 |
Descriptive statistics
| Standard deviation | 0.2822998323 |
|---|---|
| Coefficient of variation (CV) | 0.9581342719 |
| Kurtosis | -0.7203809464 |
| Mean | 0.2946349386 |
| Median Absolute Deviation (MAD) | 0.1748 |
| Skewness | 0.7615942476 |
| Sum | 7169.646595 |
| Variance | 0.07969319533 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.117 | 50 | 0.2% | |
| 0.111 | 48 | 0.2% | |
| 0.107 | 47 | 0.2% | |
| 0.101 | 47 | 0.2% | |
| 0.113 | 47 | 0.2% | |
| 0.105 | 45 | 0.2% | |
| 0.114 | 45 | 0.2% | |
| 0.13 | 45 | 0.2% | |
| 0.104 | 44 | 0.1% | |
| 0.108 | 44 | 0.1% | |
| Other values (3047) | 23872 | 80.9% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 2.51e-06 | 1 | < 0.1% | |
| 3.28e-06 | 1 | < 0.1% | |
| 3.29e-06 | 1 | < 0.1% | |
| 5.67e-06 | 1 | < 0.1% | |
| 7.81e-06 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.991 | 1 | < 0.1% | |
| 0.99 | 2 | < 0.1% | |
| 0.989 | 1 | < 0.1% | |
| 0.988 | 4 | < 0.1% | |
| 0.987 | 5 | < 0.1% |
| Distinct count | 4424 |
|---|---|
| Unique (%) | 18.2% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03253903274102079 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.982 |
| Zeros | 10079 |
| Zeros (%) | 34.2% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.53e-06 |
| Q3 | 0.00046 |
| 95-th percentile | 0.16935 |
| Maximum | 0.982 |
| Range | 0.982 |
| Interquartile range (IQR) | 0.00046 |
Descriptive statistics
| Standard deviation | 0.13627614 |
|---|---|
| Coefficient of variation (CV) | 4.188082083 |
| Kurtosis | 25.5874268 |
| Mean | 0.03253903274 |
| Median Absolute Deviation (MAD) | 4.53e-06 |
| Skewness | 5.04044 |
| Sum | 791.8048227 |
| Variance | 0.01857118633 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 10079 | 34.2% | |
| 1.16e-06 | 25 | 0.1% | |
| 1.03e-05 | 25 | 0.1% | |
| 1.17e-06 | 19 | 0.1% | |
| 1.2e-06 | 19 | 0.1% | |
| 1.1e-06 | 18 | 0.1% | |
| 1.19e-05 | 18 | 0.1% | |
| 1.05e-05 | 18 | 0.1% | |
| 0.000104 | 18 | 0.1% | |
| 1.23e-05 | 18 | 0.1% | |
| Other values (4414) | 14077 | 47.7% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0 | 10079 | 34.2% | |
| 1e-06 | 4 | < 0.1% | |
| 1.01e-06 | 17 | 0.1% | |
| 1.02e-06 | 14 | < 0.1% | |
| 1.03e-06 | 15 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.982 | 2 | < 0.1% | |
| 0.981 | 1 | < 0.1% | |
| 0.978 | 1 | < 0.1% | |
| 0.966 | 2 | < 0.1% | |
| 0.965 | 2 | < 0.1% |
| Distinct count | 1611 |
|---|---|
| Unique (%) | 6.6% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19209814950275333 |
|---|---|
| Minimum | 0.00967 |
| Maximum | 0.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0.00967 |
|---|---|
| 5-th percentile | 0.0521 |
| Q1 | 0.0909 |
| median | 0.131 |
| Q3 | 0.24875 |
| 95-th percentile | 0.533 |
| Maximum | 0.999 |
| Range | 0.98933 |
| Interquartile range (IQR) | 0.15785 |
Descriptive statistics
| Standard deviation | 0.1590732298 |
|---|---|
| Coefficient of variation (CV) | 0.8280830928 |
| Kurtosis | 5.183385052 |
| Mean | 0.1920981495 |
| Median Absolute Deviation (MAD) | 0.0558 |
| Skewness | 2.104336497 |
| Sum | 4674.51637 |
| Variance | 0.02530429243 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.106 | 202 | 0.7% | |
| 0.111 | 200 | 0.7% | |
| 0.107 | 197 | 0.7% | |
| 0.108 | 189 | 0.6% | |
| 0.11 | 185 | 0.6% | |
| 0.105 | 183 | 0.6% | |
| 0.114 | 180 | 0.6% | |
| 0.109 | 179 | 0.6% | |
| 0.112 | 176 | 0.6% | |
| 0.104 | 175 | 0.6% | |
| Other values (1601) | 22468 | 76.2% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0.00967 | 1 | < 0.1% | |
| 0.013 | 1 | < 0.1% | |
| 0.0136 | 2 | < 0.1% | |
| 0.0145 | 1 | < 0.1% | |
| 0.0146 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.999 | 1 | < 0.1% | |
| 0.997 | 1 | < 0.1% | |
| 0.991 | 1 | < 0.1% | |
| 0.99 | 2 | < 0.1% | |
| 0.989 | 2 | < 0.1% |
| Distinct count | 1103 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6017455782033369 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.991 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.189 |
| Q1 | 0.415 |
| median | 0.622 |
| Q3 | 0.802 |
| 95-th percentile | 0.955 |
| Maximum | 0.991 |
| Range | 0.991 |
| Interquartile range (IQR) | 0.387 |
Descriptive statistics
| Standard deviation | 0.2386449117 |
|---|---|
| Coefficient of variation (CV) | 0.3965877281 |
| Kurtosis | -0.9403941207 |
| Mean | 0.6017455782 |
| Median Absolute Deviation (MAD) | 0.192 |
| Skewness | -0.2710511243 |
| Sum | 14642.8769 |
| Variance | 0.0569513939 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.961 | 136 | 0.5% | |
| 0.963 | 118 | 0.4% | |
| 0.962 | 118 | 0.4% | |
| 0.964 | 100 | 0.3% | |
| 0.965 | 91 | 0.3% | |
| 0.96 | 83 | 0.3% | |
| 0.966 | 71 | 0.2% | |
| 0.969 | 58 | 0.2% | |
| 0.967 | 57 | 0.2% | |
| 0.926 | 56 | 0.2% | |
| Other values (1093) | 23446 | 79.5% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.0349 | 1 | < 0.1% | |
| 0.0352 | 1 | < 0.1% | |
| 0.0359 | 1 | < 0.1% | |
| 0.0361 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.991 | 1 | < 0.1% | |
| 0.99 | 1 | < 0.1% | |
| 0.989 | 1 | < 0.1% | |
| 0.988 | 1 | < 0.1% | |
| 0.987 | 1 | < 0.1% |
| Distinct count | 20485 |
|---|---|
| Unique (%) | 84.2% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.27606599819183 |
|---|---|
| Minimum | 0.0 |
| Maximum | 241.009 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 79.15565 |
| Q1 | 99.06075 |
| median | 118.9105 |
| Q3 | 136.48375 |
| 95-th percentile | 173.828 |
| Maximum | 241.009 |
| Range | 241.009 |
| Interquartile range (IQR) | 37.423 |
Descriptive statistics
| Standard deviation | 28.04693691 |
|---|---|
| Coefficient of variation (CV) | 0.2331880136 |
| Kurtosis | 0.01715271641 |
| Mean | 120.276066 |
| Median Absolute Deviation (MAD) | 18.9255 |
| Skewness | 0.5139289391 |
| Sum | 2926797.79 |
| Variance | 786.6306703 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 119.987 | 8 | < 0.1% | |
| 119.991 | 7 | < 0.1% | |
| 99.991 | 6 | < 0.1% | |
| 140.022 | 6 | < 0.1% | |
| 119.999 | 6 | < 0.1% | |
| 119.986 | 6 | < 0.1% | |
| 116 | 6 | < 0.1% | |
| 125.008 | 6 | < 0.1% | |
| 120.08 | 6 | < 0.1% | |
| 128.002 | 6 | < 0.1% | |
| Other values (20475) | 24271 | 82.3% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 35.716 | 1 | < 0.1% | |
| 36.71 | 1 | < 0.1% | |
| 37.114 | 1 | < 0.1% | |
| 47.94 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 241.009 | 1 | < 0.1% | |
| 233.429 | 1 | < 0.1% | |
| 216.2 | 1 | < 0.1% | |
| 213.737 | 1 | < 0.1% | |
| 211.261 | 1 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 5169 |
| Missing (%) | 17.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.931577217062546 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5.0 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3208578217 |
|---|---|
| Coefficient of variation (CV) | 0.08161045912 |
| Kurtosis | 31.00434877 |
| Mean | 3.931577217 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -4.348588928 |
| Sum | 95671 |
| Variance | 0.1029497418 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4 | 22489 | 76.2% | |
| 3 | 1564 | 5.3% | |
| 5 | 186 | 0.6% | |
| 1 | 93 | 0.3% | |
| 0 | 2 | < 0.1% | |
| (Missing) | 5169 | 17.5% |
| Value | Count | Frequency (%) | |
| 0 | 2 | < 0.1% | |
| 1 | 93 | 0.3% | |
| 3 | 1564 | 5.3% | |
| 4 | 22489 | 76.2% | |
| 5 | 186 | 0.6% |
| Value | Count | Frequency (%) | |
| 5 | 186 | 0.6% | |
| 4 | 22489 | 76.2% | |
| 3 | 1564 | 5.3% | |
| 1 | 93 | 0.3% | |
| 0 | 2 | < 0.1% |
| Distinct count | 101 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 5106 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.224412837643975 |
|---|---|
| Minimum | 0.0 |
| Maximum | 100.0 |
| Zeros | 280 |
| Zeros (%) | 0.9% |
| Memory size | 230.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 23 |
| median | 43 |
| Q3 | 59 |
| 95-th percentile | 76 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 22.47740512 |
|---|---|
| Coefficient of variation (CV) | 0.5452450034 |
| Kurtosis | -0.981106233 |
| Mean | 41.22441284 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.0593203259 |
| Sum | 1005752 |
| Variance | 505.2337408 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 44 | 398 | 1.3% | |
| 53 | 397 | 1.3% | |
| 47 | 394 | 1.3% | |
| 57 | 392 | 1.3% | |
| 52 | 383 | 1.3% | |
| 48 | 381 | 1.3% | |
| 54 | 374 | 1.3% | |
| 45 | 370 | 1.3% | |
| 55 | 370 | 1.3% | |
| 58 | 363 | 1.2% | |
| Other values (91) | 20575 | 69.7% | |
| (Missing) | 5106 | 17.3% |
| Value | Count | Frequency (%) | |
| 0 | 280 | 0.9% | |
| 1 | 234 | 0.8% | |
| 2 | 221 | 0.7% | |
| 3 | 241 | 0.8% | |
| 4 | 250 | 0.8% |
| Value | Count | Frequency (%) | |
| 100 | 2 | < 0.1% | |
| 99 | 1 | < 0.1% | |
| 98 | 2 | < 0.1% | |
| 97 | 5 | < 0.1% | |
| 96 | 6 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| song_id | performer | song | spotify_genre | spotify_track_id | spotify_track_preview_url | spotify_track_duration_ms | spotify_track_explicit | spotify_track_album | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | spotify_track_popularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -twistin'-White Silver SandsBill Black's Combo | Bill Black's Combo | -twistin'-White Silver Sands | [] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | ¿Dònde Està Santa Claus? (Where Is Santa Claus?)Augie Rios | Augie Rios | ¿Dònde Està Santa Claus? (Where Is Santa Claus?) | ['novelty'] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | ......And Roses And RosesAndy Williams | Andy Williams | ......And Roses And Roses | ['adult standards', 'brill building pop', 'easy listening', 'mellow gold'] | 3tvqPPpXyIgKrm4PR9HCf0 | https://p.scdn.co/mp3-preview/cef4883cfd1e0e5312be7ccce98176cff46d7879?cid=b8d3901151d34489a160e3cf0ab1fa94 | 166106.0 | False | The Essential Andy Williams | 0.154 | 0.185 | 5.0 | -14.063 | 1.0 | 0.0315 | 0.91100 | 0.000267 | 0.112 | 0.150 | 83.969 | 4.0 | 38.0 |
| 3 | ...And Then There Were DrumsSandy Nelson | Sandy Nelson | ...And Then There Were Drums | ['rock-and-roll', 'space age pop', 'surf music'] | 1fHHq3qHU8wpRKHzhojZ4a | NaN | 172066.0 | False | Compelling Percussion | 0.588 | 0.672 | 11.0 | -17.278 | 0.0 | 0.0361 | 0.00256 | 0.745000 | 0.145 | 0.801 | 121.962 | 4.0 | 11.0 |
| 4 | ...Baby One More TimeBritney Spears | Britney Spears | ...Baby One More Time | ['dance pop', 'pop', 'post-teen pop'] | 3MjUtNVVq3C8Fn0MP3zhXa | https://p.scdn.co/mp3-preview/da2134a161f1cb34d17c2d6d7e77cc93d1c1e6f7?cid=b8d3901151d34489a160e3cf0ab1fa94 | 211066.0 | False | ...Baby One More Time (Digital Deluxe Version) | 0.759 | 0.699 | 0.0 | -5.745 | 0.0 | 0.0307 | 0.20200 | 0.000131 | 0.443 | 0.907 | 92.960 | 4.0 | 77.0 |
| 5 | ...Ready For It?Taylor Swift | Taylor Swift | ...Ready For It? | ['pop', 'post-teen pop'] | 2yLa0QULdQr0qAIvVwN6B5 | NaN | 208186.0 | False | {'album_type': 'album', 'artists': [{'external_urls': {'spotify': 'https://open.spotify.com/artist/06HL4z0CvFAxyc27GXpf02'}, 'href': 'https://api.spotify.com/v1/artists/06HL4z0CvFAxyc27GXpf02', 'id': '06HL4z0CvFAxyc27GXpf02', 'name': 'Taylor Swift', 'type': 'artist', 'uri': 'spotify:artist:06HL4z0CvFAxyc27GXpf02'}], 'available_markets': ['AD', 'AE', 'AG', 'AL', 'AM', 'AO', 'AR', 'AT', 'AU', 'AZ', 'BA', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BN', 'BO', 'BR', 'BS', 'BT', 'BW', 'BY', 'BZ', 'CA', 'CH', 'CI', 'CL', 'CM', 'CO', 'CR', 'CV', 'CW', 'CY', 'CZ', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'EC', 'EE', 'EG', 'ES', 'FI', 'FJ', 'FM', 'FR', 'GA', 'GB', 'GD', 'GE', 'GH', 'GM', 'GN', 'GQ', 'GR', 'GT', 'GW', 'GY', 'HK', 'HN', 'HR', 'HT', 'HU', 'ID', 'IE', 'IL', 'IN', 'IS', 'IT', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KR', 'KW', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'MA', 'MC', 'MD', 'ME', 'MG', 'MH', 'MK', 'ML', 'MN', 'MO', 'MR', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NE', 'NG', 'NI', 'NL', 'NO', 'NP', 'NR', 'NZ', 'OM', 'PA', 'PE', 'PG', 'PH', 'PK', 'PL', 'PS', 'PT', 'PW', 'PY', 'QA', 'RO', 'RS', 'RU', 'RW', 'SA', 'SB', 'SC', 'SE', 'SG', 'SI', 'SK', 'SL', 'SM', 'SN', 'SR', 'ST', 'SV', 'SZ', 'TD', 'TG', 'TH', 'TL', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UG', 'US', 'UY', 'UZ', 'VC', 'VN', 'VU', 'WS', 'XK', 'ZA', 'ZM', 'ZW'], 'external_urls': {'spotify': 'https://open.spotify.com/album/6DEjYFkNZh67HP7R9PSZvv'}, 'href': 'https://api.spotify.com/v1/albums/6DEjYFkNZh67HP7R9PSZvv', 'id': '6DEjYFkNZh67HP7R9PSZvv', 'images': [{'height': 640, 'url': 'https://i.scdn.co/image/ab67616d0000b273da5d5aeeabacacc1263c0f4b', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/ab67616d00001e02da5d5aeeabacacc1263c0f4b', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/ab67616d00004851da5d5aeeabacacc1263c0f4b', 'width': 64}], 'name': 'reputation', 'release_date': '2017-11-10', 'release_date_precision': 'day', 'total_tracks': 15, 'type': 'album', 'uri': 'spotify:album:6DEjYFkNZh67HP7R9PSZvv'} | 0.613 | 0.764 | 2.0 | -6.509 | 1.0 | 0.1360 | 0.05270 | 0.000000 | 0.197 | 0.417 | 160.015 | 4.0 | 73.0 |
| 6 | '03 Bonnie & ClydeJay-Z Featuring Beyonce Knowles | Jay-Z Featuring Beyonce Knowles | '03 Bonnie & Clyde | ['east coast hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop'] | 5ljCWsDlSyJ41kwqym2ORw | NaN | 205560.0 | True | The Blueprint 2 The Gift & The Curse | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 61.0 |
| 7 | '65 Love AffairPaul Davis | Paul Davis | '65 Love Affair | ['album rock', 'bubblegum pop', 'country rock', 'folk rock', 'mellow gold', 'new wave pop', 'soft rock', 'yacht rock'] | 5nBp8F6tekSrnFg8G2Pvug | https://p.scdn.co/mp3-preview/a701445830ecacfb521200da9507753586200453?cid=b8d3901151d34489a160e3cf0ab1fa94 | 219813.0 | False | Radio Hits Of the '80s | 0.647 | 0.686 | 2.0 | -4.247 | 0.0 | 0.0274 | 0.43200 | 0.000006 | 0.133 | 0.952 | 155.697 | 4.0 | 40.0 |
| 8 | '98 Thug ParadiseTragedy, Capone, Infinite | Tragedy, Capone, Infinite | '98 Thug Paradise | ['english indie rock'] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 'Round We GoBig Sister | Big Sister | 'Round We Go | [] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| song_id | performer | song | spotify_genre | spotify_track_id | spotify_track_preview_url | spotify_track_duration_ms | spotify_track_explicit | spotify_track_album | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | spotify_track_popularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 29493 | Zing Went The Strings Of My HeartThe Trammps | The Trammps | Zing Went The Strings Of My Heart | ['disco', 'motown', 'philly soul', 'post-disco'] | 6QkdsyKK6Pq2wWuSgnpgQi | https://p.scdn.co/mp3-preview/b89d82622921dbd2ea6c791e192ce97e99565a19?cid=b8d3901151d34489a160e3cf0ab1fa94 | 202693.0 | False | The Trammps | 0.667 | 0.851 | 4.0 | -5.257 | 1.0 | 0.0629 | 0.03380 | 0.000001 | 0.3180 | 0.830 | 120.132 | 4.0 | 32.0 |
| 29494 | Zing! Went The Strings Of My HeartThe Furys | The Furys | Zing! Went The Strings Of My Heart | [] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29495 | Zip CodeThe Five Americans | The Five Americans | Zip Code | ['bubblegum pop', 'classic garage rock', 'freakbeat'] | 7hTW791CEdFSlw2wouCVYP | https://p.scdn.co/mp3-preview/dbdb31b788ce42e4c040f368ea748ed03feeff0f?cid=b8d3901151d34489a160e3cf0ab1fa94 | 175040.0 | False | The Five Americans (Rerecorded Versions) | 0.393 | 0.594 | 9.0 | -5.986 | 1.0 | 0.0267 | 0.03940 | 0.000000 | 0.0479 | 0.927 | 139.535 | 4.0 | 5.0 |
| 29496 | Zip-A-Dee Doo-DahBob B. Soxx And The Blue Jeans | Bob B. Soxx And The Blue Jeans | Zip-A-Dee Doo-Dah | ['brill building pop'] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29497 | ZombieBad Wolves | Bad Wolves | Zombie | ['alternative metal', 'metal', 'post-grunge'] | 1vNoA9F5ASnlBISFekDmg3 | https://p.scdn.co/mp3-preview/4978147ac417f06049825616fdd66cabdb566ae7?cid=b8d3901151d34489a160e3cf0ab1fa94 | 254805.0 | False | Zombie | 0.448 | 0.826 | 2.0 | -3.244 | 0.0 | 0.0319 | 0.00756 | 0.000000 | 0.1170 | 0.190 | 77.093 | 4.0 | 74.0 |
| 29498 | Zoo YorkLil Tjay Featuring Fivio Foreign & Pop Smoke | Lil Tjay Featuring Fivio Foreign & Pop Smoke | Zoo York | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29499 | ZoomFuture | Future | Zoom | ['atl hip hop', 'hip hop', 'pop rap', 'rap', 'southern hip hop', 'trap'] | 2IG6Te7JyvrtqhFeOF7le4 | https://p.scdn.co/mp3-preview/cb8fde6edc08e70a9650ca877a8c53b2ecf980fd?cid=b8d3901151d34489a160e3cf0ab1fa94 | 278429.0 | True | FUTURE | 0.852 | 0.438 | 9.0 | -7.673 | 1.0 | 0.4260 | 0.01450 | 0.000000 | 0.2630 | 0.627 | 150.945 | 4.0 | 51.0 |
| 29500 | ZoomLil' Boosie Featuring Yung Joc | Lil' Boosie Featuring Yung Joc | Zoom | ['baton rouge rap', 'deep southern trap'] | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 29501 | Zorba The GreekHerb Alpert & The Tijuana Brass | Herb Alpert & The Tijuana Brass | Zorba The Greek | ['adult standards', 'easy listening', 'lounge'] | 3WLEVNohakzZmMpN5W7mHK | https://p.scdn.co/mp3-preview/1841a4034ba42fc07df76af815ba62f4b206466b?cid=b8d3901151d34489a160e3cf0ab1fa94 | 264853.0 | False | !!!Going Places!!! | 0.531 | 0.642 | 5.0 | -12.702 | 1.0 | 0.3230 | 0.15400 | 0.279000 | 0.0584 | 0.192 | 82.107 | 4.0 | 35.0 |
| 29502 | Zunga ZengK7 | K7 | Zunga Zeng | ['freestyle'] | 0XevPPcCBPovknaBw3lFvh | https://p.scdn.co/mp3-preview/8d5174aeb7d6b7409b7e36dfc42082d9d8a32e6a?cid=b8d3901151d34489a160e3cf0ab1fa94 | 273000.0 | False | Swing Batta Swing! | 0.846 | 0.657 | 1.0 | -9.642 | 1.0 | 0.1400 | 0.04780 | 0.000363 | 0.0392 | 0.619 | 103.743 | 4.0 | 28.0 |
Most frequent
| song_id | performer | song | spotify_genre | spotify_track_id | spotify_track_preview_url | spotify_track_duration_ms | spotify_track_explicit | spotify_track_album | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | time_signature | spotify_track_popularity | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Bad Bad BadYoung Thug Featuring Lil Baby | Young Thug Featuring Lil Baby | Bad Bad Bad | ['atl hip hop', 'atl trap', 'gangster rap', 'melodic rap', 'pop rap', 'rap', 'trap'] | 1GeNui6m825V8jP4uKiIaH | https://p.scdn.co/mp3-preview/909f15e56869916ec4a0b8bc846c6282fab32a44?cid=b8d3901151d34489a160e3cf0ab1fa94 | 149040.0 | True | So Much Fun | 0.974 | 0.596 | 6.0 | -8.888 | 1.0 | 0.1840 | 0.09760 | 0.000000 | 0.1510 | 0.892 | 111.959 | 4.0 | 82.0 | 2 |
| 1 | Beer Never Broke My HeartLuke Combs | Luke Combs | Beer Never Broke My Heart | ['contemporary country'] | 3RzcoFkZ0AOp2nH71jP504 | https://p.scdn.co/mp3-preview/6a1fbf9017964d3ad2d1f11cf9288bc2eadd9c04?cid=b8d3901151d34489a160e3cf0ab1fa94 | 186733.0 | False | What You See Is What You Get | 0.540 | 0.863 | 1.0 | -4.483 | 1.0 | 0.0481 | 0.01380 | 0.000000 | 0.0874 | 0.640 | 77.000 | 4.0 | 79.0 | 2 |
| 2 | EarfquakeTyler, The Creator | Tyler, The Creator | Earfquake | ['hip hop', 'rap'] | 5hVghJ4KaYES3BFUATCYn0 | https://p.scdn.co/mp3-preview/d6528c193bac76f7a04bdf1ea9453ec016a94f88?cid=b8d3901151d34489a160e3cf0ab1fa94 | 190066.0 | True | IGOR | 0.554 | 0.498 | 9.0 | -8.866 | 1.0 | 0.0685 | 0.23000 | 0.000006 | 0.7950 | 0.413 | 79.635 | 4.0 | 85.0 | 2 |
| 3 | JuiceLizzo | Lizzo | Juice | ['escape room', 'minnesota hip hop', 'pop', 'pop rap', 'trap queen'] | 0k664IuFwVP557Gnx7RhIl | https://p.scdn.co/mp3-preview/7ca1598cec36c49118562b02491b9a030e233d88?cid=b8d3901151d34489a160e3cf0ab1fa94 | 195144.0 | True | Cuz I Love You | 0.767 | 0.889 | 7.0 | -2.988 | 1.0 | 0.0963 | 0.00611 | 0.000000 | 0.4020 | 0.843 | 119.930 | 4.0 | 82.0 | 2 |
| 4 | Life Goes OnBTS | BTS | Life Goes On | ['k-pop', 'k-pop boy group'] | 249gnXrbfmV8NG6jTEMSwD | https://p.scdn.co/mp3-preview/9dc29ff47cbdda2d3c5a66b3fabf9c7420f62950?cid=b8d3901151d34489a160e3cf0ab1fa94 | 207481.0 | False | {'album_type': 'album', 'artists': [{'external_urls': {'spotify': 'https://open.spotify.com/artist/3Nrfpe0tUJi4K4DXYWgMUX'}, 'href': 'https://api.spotify.com/v1/artists/3Nrfpe0tUJi4K4DXYWgMUX', 'id': '3Nrfpe0tUJi4K4DXYWgMUX', 'name': 'BTS', 'type': 'artist', 'uri': 'spotify:artist:3Nrfpe0tUJi4K4DXYWgMUX'}], 'available_markets': ['AD', 'AE', 'AG', 'AL', 'AM', 'AO', 'AR', 'AT', 'AU', 'AZ', 'BA', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BN', 'BO', 'BR', 'BS', 'BT', 'BW', 'BY', 'BZ', 'CA', 'CH', 'CI', 'CL', 'CM', 'CO', 'CR', 'CV', 'CY', 'CZ', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'EC', 'EE', 'EG', 'ES', 'FI', 'FJ', 'FM', 'FR', 'GA', 'GB', 'GD', 'GE', 'GH', 'GM', 'GN', 'GQ', 'GR', 'GT', 'GW', 'GY', 'HK', 'HN', 'HR', 'HT', 'HU', 'ID', 'IE', 'IL', 'IN', 'IS', 'IT', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KW', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'MA', 'MC', 'MD', 'ME', 'MG', 'MH', 'MK', 'ML', 'MN', 'MO', 'MR', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NE', 'NG', 'NI', 'NL', 'NO', 'NP', 'NR', 'NZ', 'OM', 'PA', 'PE', 'PG', 'PH', 'PK', 'PL', 'PS', 'PT', 'PW', 'PY', 'QA', 'RO', 'RS', 'RU', 'RW', 'SA', 'SB', 'SC', 'SE', 'SG', 'SI', 'SK', 'SL', 'SM', 'SN', 'SR', 'ST', 'SV', 'SZ', 'TD', 'TG', 'TH', 'TL', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UG', 'US', 'UY', 'UZ', 'VC', 'VN', 'VU', 'WS', 'XK', 'ZA', 'ZM', 'ZW'], 'external_urls': {'spotify': 'https://open.spotify.com/album/2qehskW9lYGWfYb0xPZkrS'}, 'href': 'https://api.spotify.com/v1/albums/2qehskW9lYGWfYb0xPZkrS', 'id': '2qehskW9lYGWfYb0xPZkrS', 'images': [{'height': 640, 'url': 'https://i.scdn.co/image/ab67616d0000b2733deb4b0115410a85afe31c29', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/ab67616d00001e023deb4b0115410a85afe31c29', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/ab67616d000048513deb4b0115410a85afe31c29', 'width': 64}], 'name': 'BE', 'release_date': '2020-11-20', 'release_date_precision': 'day', 'total_tracks': 8, 'type': 'album', 'uri': 'spotify:album:2qehskW9lYGWfYb0xPZkrS'} | 0.566 | 0.716 | 1.0 | -5.733 | 1.0 | 0.0424 | 0.00691 | 0.000000 | 0.3700 | 0.450 | 81.068 | 4.0 | 87.0 | 2 |
| 5 | Lil BabyYoung Thug | Young Thug | Lil Baby | ['atl hip hop', 'atl trap', 'gangster rap', 'melodic rap', 'pop rap', 'rap', 'trap'] | 1GeNui6m825V8jP4uKiIaH | https://p.scdn.co/mp3-preview/909f15e56869916ec4a0b8bc846c6282fab32a44?cid=b8d3901151d34489a160e3cf0ab1fa94 | 149040.0 | True | So Much Fun | 0.974 | 0.596 | 6.0 | -8.888 | 1.0 | 0.1840 | 0.09760 | 0.000000 | 0.1510 | 0.892 | 111.959 | 4.0 | 82.0 | 2 |
| 6 | ONBTS | BTS | ON | ['k-pop', 'k-pop boy group'] | 249gnXrbfmV8NG6jTEMSwD | https://p.scdn.co/mp3-preview/9dc29ff47cbdda2d3c5a66b3fabf9c7420f62950?cid=b8d3901151d34489a160e3cf0ab1fa94 | 207481.0 | False | {'album_type': 'album', 'artists': [{'external_urls': {'spotify': 'https://open.spotify.com/artist/3Nrfpe0tUJi4K4DXYWgMUX'}, 'href': 'https://api.spotify.com/v1/artists/3Nrfpe0tUJi4K4DXYWgMUX', 'id': '3Nrfpe0tUJi4K4DXYWgMUX', 'name': 'BTS', 'type': 'artist', 'uri': 'spotify:artist:3Nrfpe0tUJi4K4DXYWgMUX'}], 'available_markets': ['AD', 'AE', 'AG', 'AL', 'AM', 'AO', 'AR', 'AT', 'AU', 'AZ', 'BA', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BN', 'BO', 'BR', 'BS', 'BT', 'BW', 'BY', 'BZ', 'CA', 'CH', 'CI', 'CL', 'CM', 'CO', 'CR', 'CV', 'CY', 'CZ', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'EC', 'EE', 'EG', 'ES', 'FI', 'FJ', 'FM', 'FR', 'GA', 'GB', 'GD', 'GE', 'GH', 'GM', 'GN', 'GQ', 'GR', 'GT', 'GW', 'GY', 'HK', 'HN', 'HR', 'HT', 'HU', 'ID', 'IE', 'IL', 'IN', 'IS', 'IT', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KW', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'MA', 'MC', 'MD', 'ME', 'MG', 'MH', 'MK', 'ML', 'MN', 'MO', 'MR', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NE', 'NG', 'NI', 'NL', 'NO', 'NP', 'NR', 'NZ', 'OM', 'PA', 'PE', 'PG', 'PH', 'PK', 'PL', 'PS', 'PT', 'PW', 'PY', 'QA', 'RO', 'RS', 'RU', 'RW', 'SA', 'SB', 'SC', 'SE', 'SG', 'SI', 'SK', 'SL', 'SM', 'SN', 'SR', 'ST', 'SV', 'SZ', 'TD', 'TG', 'TH', 'TL', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UG', 'US', 'UY', 'UZ', 'VC', 'VN', 'VU', 'WS', 'XK', 'ZA', 'ZM', 'ZW'], 'external_urls': {'spotify': 'https://open.spotify.com/album/2qehskW9lYGWfYb0xPZkrS'}, 'href': 'https://api.spotify.com/v1/albums/2qehskW9lYGWfYb0xPZkrS', 'id': '2qehskW9lYGWfYb0xPZkrS', 'images': [{'height': 640, 'url': 'https://i.scdn.co/image/ab67616d0000b2733deb4b0115410a85afe31c29', 'width': 640}, {'height': 300, 'url': 'https://i.scdn.co/image/ab67616d00001e023deb4b0115410a85afe31c29', 'width': 300}, {'height': 64, 'url': 'https://i.scdn.co/image/ab67616d000048513deb4b0115410a85afe31c29', 'width': 64}], 'name': 'BE', 'release_date': '2020-11-20', 'release_date_precision': 'day', 'total_tracks': 8, 'type': 'album', 'uri': 'spotify:album:2qehskW9lYGWfYb0xPZkrS'} | 0.566 | 0.716 | 1.0 | -5.733 | 1.0 | 0.0424 | 0.00691 | 0.000000 | 0.3700 | 0.450 | 81.068 | 4.0 | 87.0 | 2 |
| 7 | Old Town RoadLil Nas X Featuring Billy Ray Cyrus | Lil Nas X Featuring Billy Ray Cyrus | Old Town Road | ['country rap', 'lgbtq+ hip hop', 'pop rap'] | 2YpeDb67231RjR0MgVLzsG | https://p.scdn.co/mp3-preview/d94ec2ebe62fd52cf038760f57c251c145346bb2?cid=b8d3901151d34489a160e3cf0ab1fa94 | 157066.0 | False | 7 EP | 0.878 | 0.619 | 6.0 | -5.560 | 1.0 | 0.1020 | 0.05330 | 0.000000 | 0.1130 | 0.639 | 136.041 | 4.0 | 91.0 | 2 |